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Lecheng Kong
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Conference and Workshop Papers
- 2024
- [c6]Hao Liu, Jiarui Feng, Lecheng Kong, Ningyue Liang, Dacheng Tao, Yixin Chen, Muhan Zhang:
One For All: Towards Training One Graph Model For All Classification Tasks. ICLR 2024 - [c5]Hao Liu, Jiarui Feng, Lecheng Kong, Dacheng Tao, Yixin Chen, Muhan Zhang:
Graph Contrastive Learning Meets Graph Meta Learning: A Unified Method for Few-shot Node Tasks. WWW 2024: 365-376 - 2023
- [c4]Jiarui Feng, Lecheng Kong, Hao Liu, Dacheng Tao, Fuhai Li, Muhan Zhang, Yixin Chen:
Extending the Design Space of Graph Neural Networks by Rethinking Folklore Weisfeiler-Lehman. NeurIPS 2023 - [c3]Lecheng Kong, Jiarui Feng, Hao Liu, Dacheng Tao, Yixin Chen, Muhan Zhang:
MAG-GNN: Reinforcement Learning Boosted Graph Neural Network. NeurIPS 2023 - 2022
- [c2]Junlin Wu, Andrew Estornell, Lecheng Kong, Yevgeniy Vorobeychik:
Manipulating Elections by Changing Voter Perceptions. IJCAI 2022: 557-563 - [c1]Lecheng Kong, Yixin Chen, Muhan Zhang:
Geodesic Graph Neural Network for Efficient Graph Representation Learning. NeurIPS 2022
Informal and Other Publications
- 2024
- [i10]Jiarui Feng, Hao Liu, Lecheng Kong, Yixin Chen, Muhan Zhang:
TAGLAS: An atlas of text-attributed graph datasets in the era of large graph and language models. CoRR abs/2406.14683 (2024) - [i9]Lecheng Kong, Jiarui Feng, Hao Liu, Chengsong Huang, Jiaxin Huang, Yixin Chen, Muhan Zhang:
GOFA: A Generative One-For-All Model for Joint Graph Language Modeling. CoRR abs/2407.09709 (2024) - 2023
- [i8]Lecheng Kong, Christopher Ryan King, Bradley A. Fritz, Yixin Chen:
A Multi-View Joint Learning Framework for Embedding Clinical Codes and Text Using Graph Neural Networks. CoRR abs/2301.11608 (2023) - [i7]Hao Liu, Muhan Zhang, Zehao Dong, Lecheng Kong, Yixin Chen, Bradley A. Fritz, Dacheng Tao, Christopher Ryan King:
Time Associated Meta Learning for Clinical Prediction. CoRR abs/2303.02570 (2023) - [i6]Jiarui Feng, Lecheng Kong, Hao Liu, Dacheng Tao, Fuhai Li, Muhan Zhang, Yixin Chen:
Towards Arbitrarily Expressive GNNs in O(n2) Space by Rethinking Folklore Weisfeiler-Lehman. CoRR abs/2306.03266 (2023) - [i5]Hao Liu, Jiarui Feng, Lecheng Kong, Dacheng Tao, Yixin Chen, Muhan Zhang:
Graph Contrastive Learning Meets Graph Meta Learning: A Unified Method for Few-shot Node Tasks. CoRR abs/2309.10376 (2023) - [i4]Hao Liu, Jiarui Feng, Lecheng Kong, Ningyue Liang, Dacheng Tao, Yixin Chen, Muhan Zhang:
One for All: Towards Training One Graph Model for All Classification Tasks. CoRR abs/2310.00149 (2023) - [i3]Lecheng Kong, Jiarui Feng, Hao Liu, Dacheng Tao, Yixin Chen, Muhan Zhang:
MAG-GNN: Reinforcement Learning Boosted Graph Neural Network. CoRR abs/2310.19142 (2023) - 2022
- [i2]Junlin Wu, Andrew Estornell, Lecheng Kong, Yevgeniy Vorobeychik:
Manipulating Elections by Changing Voter Perceptions. CoRR abs/2205.00102 (2022) - [i1]Lecheng Kong, Yixin Chen, Muhan Zhang:
Geodesic Graph Neural Network for Efficient Graph Representation Learning. CoRR abs/2210.02636 (2022)
Coauthor Index
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